Yi-cheng Zhang
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Yi-cheng Zhangcomputer-science Degrees
Computer Science
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Data Mining
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Machine Learning
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Computer Science
Yi-cheng Zhang's Degrees
- PhD Computer Science University of California, Santa Cruz
- Masters Computer Science University of California, Santa Cruz
- Bachelors Computer Science University of California, Santa Cruz
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(Suggest an Edit or Addition)Yi-cheng Zhang's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Predicting missing links via local information (2009) (1375)
- Emergence of cooperation and organization in an evolutionary game (1997) (1061)
- Bipartite network projection and personal recommendation. (2007) (862)
- Identifying influential nodes in complex networks (2012) (858)
- Solving the apparent diversity-accuracy dilemma of recommender systems (2008) (855)
- Vital nodes identification in complex networks (2016) (847)
- Kinetic roughening phenomena, stochastic growth, directed polymers and all that. Aspects of multidisciplinary statistical mechanics (1995) (831)
- Leaders in Social Networks, the Delicious Case (2011) (607)
- On the minority game: Analytical and numerical studies (1998) (361)
- Recommender Systems (2012) (322)
- Toward link predictability of complex networks (2015) (321)
- Dynamics of information diffusion and its applications on complex networks (2016) (320)
- Dynamics of information diffusion and its applications on complex networks (2016) (320)
- Minority Games: Interacting agents in financial markets (2014) (287)
- Solving the cold-start problem in recommender systems with social tags (2010) (251)
- Heat conduction process on community networks as a recommendation model. (2007) (232)
- Personalized Recommendation via Integrated Diffusion on User-Item-Tag Tripartite Graphs (2009) (226)
- Interacting Individuals Leading to Zipf's Law (1998) (190)
- Toward a theory of marginally efficient markets (1999) (189)
- Ranking in evolving complex networks (2017) (179)
- A Prototype Model of Stock Exchange (1997) (169)
- Modeling market mechanism with minority game (1999) (169)
- Minority Games (2008) (164)
- Stylized Facts of Financial Markets and Market Crashes in Minority Games (2001) (159)
- Information filtering via Iterative Refinement (2006) (147)
- Tag-Aware Recommender Systems: A State-of-the-Art Survey (2011) (142)
- From Minority Games to real markets (2000) (137)
- Recommendation model based on opinion diffusion (2007) (117)
- Empirical analysis of web-based user-object bipartite networks (2009) (116)
- Accurate and diverse recommendations via eliminating redundant correlations (2008) (115)
- How to project a bipartite network? (2007) (112)
- Scaling in currency exchange (1997) (110)
- Minority Games: Interacting agents in financial markets (Oxford Finance Series) (2005) (102)
- Statistical mechanics of competitive resource allocation using agent-based models (2013) (100)
- Computational network biology: Data, models, and applications (2020) (95)
- Percolation on complex networks: Theory and application (2021) (90)
- Computational socioeconomics (2019) (89)
- LONG RANGE CORRELATION IN HUMAN WRITINGS (1993) (84)
- Path diversity improves the identification of influential spreaders (2013) (78)
- Collaborative filtering with diffusion-based similarity on tripartite graphs (2009) (78)
- Modeling Market Mechanism with Evolutionary Games (1998) (76)
- “Self-organized” formulation of standard percolation phenomena (1996) (75)
- Optimal Investment Strategy for Risky Assets (1998) (74)
- Adaptive model for recommendation of news (2009) (70)
- Manifesto for the Reputation Society (2004) (68)
- Universal 1/f Noise from Dissipative Self-Organized Criticality Models (1999) (66)
- Information filtering via self-consistent refinement (2008) (62)
- Measuring economic complexity of countries and products: which metric to use? (2015) (62)
- Modeling forest fire by a paper-burning experiment, a realization of the interface growth mechanism (1992) (59)
- Emergence of Scale-Free Leadership Structure in Social Recommender Systems (2011) (58)
- Dynamical optimization theory of a diversified portfolio (1998) (57)
- k-core: Theories and applications (2019) (56)
- Ranking nodes in growing networks: When PageRank fails (2015) (51)
- Effects of high-order correlations on personalized recommendations for bipartite networks (2010) (51)
- Prediction in complex systems: the case of the international trade network (2015) (51)
- Identification of milestone papers through time-balanced network centrality (2016) (51)
- Decoding Information from noisy, redundant, and intentionally-distorted sources (2006) (51)
- Relevance is more significant than correlation: Information filtering on sparse data (2009) (50)
- Ranking Reputation and Quality in Online Rating Systems (2014) (47)
- Effective Mechanism for Social Recommendation of News (2011) (46)
- Information filtering by similarity-preferential diffusion processes (2013) (43)
- Non-linear Langevin model of geomorphic erosion processes (1993) (37)
- Recovery rate affects the effective epidemic threshold with synchronous updating (2016) (37)
- The reinforcing influence of recommendations on global diversification (2011) (37)
- Predicting missing links via correlation between nodes (2014) (36)
- Trend prediction in temporal bipartite networks: the case of Movielens, Netflix, and Digg (2013) (36)
- Eden Model in Many Dimensions (1984) (35)
- Dynamics of social contagions with limited contact capacity (2015) (34)
- How Do the Global Stock Markets Influence One Another? Evidence from Finance Big Data and Granger Causality Directed Network (2019) (33)
- Information filtering via weighted heat conduction algorithm (2011) (32)
- Structure-oriented prediction in complex networks (2018) (32)
- Effect of user tastes on personalized recommendation (2009) (32)
- Matching games with partial information (2003) (31)
- Exploring an opinion network for taste prediction: An empirical study (2006) (30)
- Happier World with More Information (2001) (30)
- Growth anomaly and its implications (1990) (29)
- Impact of monetary policy changes on the Chinese monetary and stock markets (2013) (27)
- Minority Games and stylized facts (2001) (27)
- Non-Equilibrium Social Science and Policy: Introduction and Essays on New and Changing Paradigms in Socio-Economic Thinking (2017) (26)
- Fractal aspects of the Swiss landscape (1992) (26)
- 1/f Noise in Bak-Tang-Wiesenfeld Models on Narrow Stripes (1999) (26)
- Survey on Collaborative Filtering, Content-based Filtering and Hybrid Recommendation System (2018) (26)
- Collaborative filtering based on multi-channel diffusion (2009) (24)
- Heterogeneity, quality, and reputation in an adaptive recommendation model (2010) (24)
- Analysis of Kelly-optimal portfolios (2007) (23)
- Probability Distribution of Drawdowns in Risky Investments (1998) (23)
- Capital flow in a two-component dynamical system (1999) (22)
- QUASISPECIES EVOLUTION OF FINITE POPULATIONS (1997) (22)
- Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets (2018) (21)
- Influence, originality and similarity in directed acyclic graphs (2011) (21)
- The mathematics of non-linear metrics for nested networks (2016) (21)
- How to quantify the influence of correlations on investment diversification (2008) (20)
- Self-organized critical directed percolation (1996) (20)
- The Interactive Minority Game: a Web-based investigation of human market interactions (2003) (19)
- Minority games, evolving capitals and replicator dynamics (2009) (19)
- Information Filtering in Sparse Online Systems: Recommendation via Semi-Local Diffusion (2013) (18)
- Tracing the Evolution of Physics on the Backbone of Citation Networks (2011) (18)
- Referee networks and their spectral properties (2005) (18)
- Enhancing topology adaptation in information-sharing social networks. (2011) (18)
- Separate density and viscosity measurements of unknown liquid using quartz crystal microbalance (2016) (18)
- On the Anti-Wishart distribution (2001) (17)
- Identifying the diffusion source in complex networks with limited observers (2019) (17)
- Degree correlation effect of bipartite network on personalized recommendation (2009) (17)
- Critical exponents of the anisotropic Bak-Sneppen model (1998) (16)
- Supply and demand law under limited information (2005) (15)
- Minority games with heterogeneous timescales (2005) (15)
- Identification and impact of discoverers in online social systems (2015) (15)
- Interactive Acquisition of Justifications: Learning "Why" by Being Told "What" (1991) (14)
- Buyer feedback as a filtering mechanism for reputable sellers (2002) (14)
- Modeling mutual feedback between users and recommender systems (2015) (14)
- Dynamical spin-glass-like behavior in an evolutionary game (2000) (14)
- Anomalous fluctuations in Minority Games and related multi-agent models of financial markets (2006) (13)
- Non-Equilibrium Social Science and Policy (2017) (13)
- Diversification and limited information in the Kelly game (2008) (13)
- Identifying online user reputation in terms of user preference (2018) (13)
- Publisher’s Note: Heat Conduction Process on Community Networks as a Recommendation Model [Phys. Rev. Lett.99, 154301 (2007)] (2007) (12)
- Cultural evolution: The case of babies’ first names (2014) (11)
- Comment on “Role of intermittency in urban development: A model of large-scale city formation” (1998) (11)
- The Stable Marriage Problem: An interdisciplinary review from the physicist’s perspective (2021) (10)
- Market model with heterogeneous buyers (2007) (10)
- The role of a matchmaker in buyer-vendor interactions (2009) (10)
- Collective iteration behavior for online social networks (2018) (10)
- Bridging nestedness and economic complexity in multilayer world trade networks (2020) (10)
- OVERHANGS IN INTERFACE GROWTH AND GROUND-STATE PATHS (1998) (10)
- Randomizing growing networks with a time-respecting null model. (2017) (10)
- Optimizing Online Social Networks for Information Propagation (2014) (9)
- Emergence of product differentiation from consumer heterogeneity and asymmetric information (2008) (9)
- Directed polymers in Hartree-Fock approximation (1989) (9)
- Similarity from Multi-Dimensional Scaling: Solving the Accuracy and Diversity Dilemma in Information Filtering (2014) (8)
- How Network Topologies Impact Project Alliance Performance: Evidence from the Movie Industry (2019) (8)
- Adaptive social recommendation in a multiple category landscape (2012) (8)
- Market ecology of active and passive investors (2001) (8)
- CROSSOVER FROM WHITE NOISE TO LONG RANGE CORRELATED NOISE IN DNA SEQUENCES AND WRITINGS (1994) (8)
- Novel scaling behavior of directed polymers: Disorder distribution with long tails (1990) (8)
- Identifying prize-winning scientists by a competition-aware ranking (2020) (7)
- Unbiased metrics of friends’ influence in multi-level networks (2015) (7)
- Crowd avoidance and diversity in socio-economic systems and recommendations (2013) (7)
- The Information Economy (2017) (7)
- A generalized model via random walks for information filtering (2016) (7)
- Quantitative learning strategies based on word networks (2018) (6)
- A time-respecting null model to explore the structure of growing networks (2017) (6)
- Directed Polymers on a Factorized Disorder Landscape (1998) (6)
- Analysis of ground state in random bipartite matching (2015) (6)
- A time-respecting null model for growing networks (2017) (6)
- Time-aware Collaborative Filtering with the Piecewise Decay Function (2010) (6)
- Optimal timescale for community detection in growing networks (2018) (6)
- Aggregating partial, local evaluations to achieve global ranking (2004) (6)
- Stochastic Dynamics in Game Theory (1998) (5)
- Dynamics of Cooperation in Minority Games in Alliance Networks (2018) (5)
- Highly accurate recommendation algorithm based on high-order similarities (2008) (5)
- Building reputation systems for better ranking (2010) (5)
- Why Financial Markets Will Remain Marginally Inefficient (2001) (5)
- Firm competition in a probabilistic framework of consumer choice (2013) (5)
- Identification and modeling of discoverers in online social systems (2015) (5)
- Effect of the initial configuration for user–object reputation systems (2018) (5)
- Ranking game on networks: The evolution of hierarchical society (2020) (5)
- Uncovering the popularity mechanisms for Facebook applications (2018) (5)
- Towards Information Theory of Knowledge Networks (2001) (4)
- Predicting Financial Extremes Based on Weighted Visual Graph of Major Stock Indices (2019) (4)
- Application of Markov chain approach for multi-attributes dynamic software reliability assessment under both AHP and gray correlation methods (2018) (4)
- Evolving Models of Financial Markets (2017) (4)
- Stock market index prediction based on reservoir computing models (2021) (4)
- The Interactive Minority Game: Instructions for Experts (2002) (4)
- Social signature identification of dynamical social networks (2018) (4)
- Driving Force in Investment (1999) (4)
- Economic Complexity Based Recommendation Enhance the Efficiency of the Belt and Road Initiative (2018) (4)
- Broader scopes of the reflexivity principle in the economy (2013) (3)
- Self-organized model of cascade spreading (2010) (3)
- Extremal Hamiltonian for Directed Polymers (1996) (3)
- Analytical solution to the k-core pruning process (2018) (3)
- Transaction fees and optimal rebalancing in the growth-optimal portfolio (2010) (3)
- Statistical Mechanics of Competitive Resource Allocation (2013) (3)
- Opinion dynamics in complex networks (2023) (3)
- Detecting Overlapping Community Structure With Node Influence (2019) (2)
- Supply and demand law under variable information (2019) (2)
- Adaptive information filtering for dynamic recommender systems (2009) (2)
- A Local Interaction Dynamic for the Matching Problem (2022) (2)
- Matchmakers (2020) (2)
- Using NonBacktracking Expansion to Analyze k-core Pruning Process (2018) (2)
- Analytical Results of k-core Pruning Process on Multi-layer Networks. (2018) (2)
- Membership in social networks and the application in information filtering (2013) (2)
- Hidden space reconstruction inspires link prediction in complex networks (2017) (2)
- Parallel Heuristic Community Detection Method Based on Node Similarity (2019) (2)
- Cultural evolution and personalization (2012) (2)
- Towards an objective ranking in online reputation systems: the effect of the rating projection (2014) (2)
- Enhancing Countries' Fitness with Recommender Systems on the International Trade Network (2018) (2)
- Improving PageRank using sports results modeling (2022) (2)
- Adaptive topology evolution in information-sharing social networks (2011) (1)
- Industry Upgrading: Recommendations of New Products Based on World Trade Network (2019) (1)
- Significance of the Nested Structure in Multiplex World Trade Networks (2020) (1)
- A dynamical approach to identify vertices' centrality in complex networks (2017) (1)
- Multiscale community estimation based on temporary local balancing strategy (2020) (1)
- Hybrid algorithms to customize and optimize diversity and accuracy of recommendations (2008) (1)
- Negotiation problem (2021) (1)
- Selection by pairwise comparisons with limited resources (2004) (1)
- Analytical Result of Criticality in the $k$-core Pruning Process (2018) (1)
- Being accurate is not enough: measuring and optimizing the diversity of recommendations (2008) (1)
- Informational selection & natural selection (2010) (1)
- Membership in social networks and the application in information filtering (2013) (0)
- Exact solution of the anisotropic Bak-Sneppen model in one dimension (1998) (0)
- Information Markets (2020) (0)
- A ug 2 00 2 The Interactive Minority Game : Instructions for Experts (2008) (0)
- Market failure in a new model of platform design with partially informed consumers (2023) (0)
- Bridging nestedness and economic complexity in multilayer world trade networks (2020) (0)
- A New Model of Platform Design in a Probabilistic Framework (2022) (0)
- Surface Growth, Directed Polymers, and 1/f Noise (1989) (0)
- Locating the eigenshield of a network via perturbation theory (2022) (0)
- Measuring economic complexity of countries and products: which metric to use? (2015) (0)
- Magic Pie (2020) (0)
- Ja n 19 98 Interacting Individuals Leading to Zipf ’ s Law (2021) (0)
- Man and the Economy (2020) (0)
- Accumulative Time Based Ranking Method to Reputation Evaluation in Information Networks (2022) (0)
- 1 8 M ay 2 00 1 Why Financial Markets Will Remain Marginally Inefficient (2008) (0)
- M ar 2 00 1 Minority Games and stylized facts (2001) (0)
- Cultural evolution: a case study of rst names (2014) (0)
- 1/f Noise and Long Configuration Memory in Bak-Tang-Wiesenfeld Models on Narrow Stripes (1999) (0)
- Paradigm Shift (2020) (0)
- Competition in Bipartite Matching Problem (2018) (0)
- Matchmakers and Markets (2020) (0)
- Selectionby pairwise comparison s with limited resources (2004) (0)
- Nonrandom behavior in the Projection of Random bipartite networks (2023) (0)
- Geography far from equilibrium (2019) (0)
- TOWARDS A NEW INFORMATION THEORY (2004) (0)
- Utilizing statistical physics and machine learning to discover collective behavior on temporal social networks (2023) (0)
- From Markets to the Economy (2020) (0)
- Dynamical Complexity of Market Mechanism (2003) (0)
- Financial Markets (2020) (0)
- Limits of PageRank-based ranking methods in sports data (2020) (0)
- Adaptive social recommendation in a multiple category landscape (2013) (0)
- Personal Assistant (2020) (0)
- Introduction (2020) (0)
- Diversification (2020) (0)
- Unequal Sized Stable Marriage Problem (2018) (0)
- How to quantify the in fl uence of correlations on investment diversi fi cation (2009) (0)
- Spectral Algorithm for Community Detection Under Heterogeneous Networks (2019) (0)
- Evolving Economy (2020) (0)
- Novel variations of the Kelly game (2008) (0)
- Analytical results of the k-core pruning process on multiplex networks (2022) (0)
- Supporting Information ( SI ) for “ Toward link predictability of complex networks ” (2015) (0)
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